Empirical power of two-sample distribution-free tests under mixture of distributions

We consider some two-sample distribution-free tests based on U-statistics whose kernels are the functions of sub-sample extremes and medians. We study their performance in terms of power by computing their empirical power under the situations when observations occur from various mixtures of two different distributions.